PyData Berlin 2026 October Meetup

Das PyData Meetup widmet sich der praktischen Datenanalyse und Programmierung. Vinted gibt Einblicke in die Optimierung von Suchergebnissen durch Modellierung von Nutzerabsichten. Beatrice Musizza erläutert, wie ein Reranking-Modell die Sichtbarkeit von Suchergebnissen beeinflusst. Neben dem Hauptvortrag bieten Lightning Talks Raum für weitere technische Impulse. Die Veranstaltung findet unter den Linden 14 statt. Einlass ist ab 18:00 Uhr, die Türen schließen pünktlich zum Beginn der Vorträge.

Welcome to the PyData Berlin October meetup! We would like to welcome you all starting from 18:00. There will be food and drinks. The talks begin around 18.30 and the doors will close at 18.30. Make sure to arrive on time! If you cannot attend, please cancel your spot so others are able to join as the space is limited. Host: Vinted is excited to welcome you to this month's version of PyData. We need you to enter your full name and email when registering for this event. You will receive a personal PIN that you need to enter on the reception tablet upon arrival. Photos may be taken during the event. \\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\ The Lineup for the evening: Talk 1: How Vinted taught search to understand what you actually meant Abstract: This talk will be about how we tackled a mismatch in search: what users want for a query and what the results page shows can drift apart. We implemented a small model that predicts what each query is really about (say 90% one type of item and 10% another). We then reorder results so the page reflects that mix, without touching the rest of the search system. In a Vinted A/B test, the items users were looking for gained visibility, engagement increased, and buyer satisfaction stayed healthy. Speaker: Beatrice Musizza is a Data Scientist on the Search Relevance team at Vinted in Berlin, where she is the technical owner of the reranker. Her work focuses on large-scale reranking architectures, user modeling, and balancing marketplace discovery with user intent. She recently co-authored and presented research on query-level multinomial blending at the ACM RecSys 2026 OARS Workshop. Outside of work, she holds a judo black belt and is always happy to learn new languages! Talk 2: The Surprising Power of Python yield: A Coordination Mechanism for Data Systems Abstract: Most Python develo...